Two-Stream Convolutional Neural Network Based on Gradient Image for Aluminum Profile Surface Defects Classification and Recognition
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.3025165
Abstract: In this article, a novel two-stream convolutional neural network based on gradient image is performed to effectively classify and identify aluminum profiles defects for the first time. Recent feature fusion methods based on two-stream network… read more here.
Keywords: two stream; stream convolutional; image; network ... See more keywords
Dual-Stream Convolutional Neural Network With Residual Information Enhancement for Pansharpening
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2021.3098752
Abstract: Deep-learning-based pansharpening methods have achieved remarkable results due to their powerful feature representation ability. However, the existing deep-learning-based pansharpening methods not only lack information exchange and sharing between features of different resolutions but also cannot… read more here.
Keywords: information; network; stream convolutional; residual information ... See more keywords